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Volumn 151, Issue 1-3, 2009, Pages 275-285

Treatment of leather plant effluent using NF followed by RO and permeate flux prediction using artificial neural network

Author keywords

Artificial neural networks; Back propagation algorithm; Leather effluent; Membrane filtration; Permeate flux

Indexed keywords

ARTIFICIAL NEURAL NETWORK; ARTIFICIAL NEURAL NETWORK MODELS; ARTIFICIAL NEURAL NETWORKS; BATCH CELLS; COMBINED OPERATIONS; CROSS FLOWS; EXPERIMENTAL DATA; FEED-FORWARD NETWORK; GRAVITY SETTLING; HIDDEN LAYERS; LEATHER PLANTS; MEMBRANE FILTRATION; MEMBRANE SEPARATION; MOLECULAR WEIGHT CUTOFF; MULTI-LAYERED; NF MEMBRANES; PARAMETRIC STUDY; PERMEATE FLUX; PRE-TREATMENT; PRESSURE DRIVEN MEMBRANES; TRANSMEMBRANE PRESSURES; TREATED EFFLUENT;

EID: 67349105559     PISSN: 13858947     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.cej.2009.03.023     Document Type: Article
Times cited : (51)

References (39)
  • 2
    • 0035411945 scopus 로고    scopus 로고
    • Chromium removal and reduction in COD of tannery effluents by actinomyates
    • More S.V., John S., Rao B.S., Nair B.U., and Laxman R.S. Chromium removal and reduction in COD of tannery effluents by actinomyates. Indian J. Environ. Health 43 3 (2001) 108-113
    • (2001) Indian J. Environ. Health , vol.43 , Issue.3 , pp. 108-113
    • More, S.V.1    John, S.2    Rao, B.S.3    Nair, B.U.4    Laxman, R.S.5
  • 3
    • 0035863968 scopus 로고    scopus 로고
    • Treatment of aqueous effluents of the leather industry by membrane processes: a review
    • Cassano A., Molinari R., Romano M., and Drioli E. Treatment of aqueous effluents of the leather industry by membrane processes: a review. J. Membr. Sci. 181 (2001) 111-126
    • (2001) J. Membr. Sci. , vol.181 , pp. 111-126
    • Cassano, A.1    Molinari, R.2    Romano, M.3    Drioli, E.4
  • 5
    • 0032120139 scopus 로고    scopus 로고
    • Integration of ultrafiltration into unhairing and degreasing operations
    • Cassano A., Drioli E., and Molinari R. Integration of ultrafiltration into unhairing and degreasing operations. J. Soc. Leather Technol. Chem. 82 (1998) 130-135
    • (1998) J. Soc. Leather Technol. Chem. , vol.82 , pp. 130-135
    • Cassano, A.1    Drioli, E.2    Molinari, R.3
  • 6
    • 0001007939 scopus 로고    scopus 로고
    • Clean operations in the tanning industry: aqueous degreasing coupled to ultrafiltration: experimental and theoretical analysis
    • Cassano A., Criscuoli A., Drioli E., and Molinari R. Clean operations in the tanning industry: aqueous degreasing coupled to ultrafiltration: experimental and theoretical analysis. Clean Product Process. 1 4 (1999) 257-267
    • (1999) Clean Product Process. , vol.1 , Issue.4 , pp. 257-267
    • Cassano, A.1    Criscuoli, A.2    Drioli, E.3    Molinari, R.4
  • 7
    • 0031077032 scopus 로고    scopus 로고
    • Quality improvement of recycled chromium in the tanning operation by membrane processes
    • Cassano A., Drioli E., Molinari R., and Bertolutti C. Quality improvement of recycled chromium in the tanning operation by membrane processes. Desalination 108 (1996) 193-203
    • (1996) Desalination , vol.108 , pp. 193-203
    • Cassano, A.1    Drioli, E.2    Molinari, R.3    Bertolutti, C.4
  • 8
    • 0037385578 scopus 로고    scopus 로고
    • Techno-economic evaluation of membrane filtration for the recovery and reuse of tanning chemicals
    • Scholz W., and Lucas M. Techno-economic evaluation of membrane filtration for the recovery and reuse of tanning chemicals. Water Res. 37 (2003) 1859-1867
    • (2003) Water Res. , vol.37 , pp. 1859-1867
    • Scholz, W.1    Lucas, M.2
  • 9
    • 0242669982 scopus 로고    scopus 로고
    • Membrane treatment by nanofiltration of exhausted vegetable tanning liquors from the leather industry
    • Cassano A., Adzet J., Molirani R., Buonomenna M.G., Roig J., and Drioli E. Membrane treatment by nanofiltration of exhausted vegetable tanning liquors from the leather industry. Water Res. 37 10 (2003) 2426-2434
    • (2003) Water Res. , vol.37 , Issue.10 , pp. 2426-2434
    • Cassano, A.1    Adzet, J.2    Molirani, R.3    Buonomenna, M.G.4    Roig, J.5    Drioli, E.6
  • 10
    • 0035977442 scopus 로고    scopus 로고
    • Simulation and optimization of a membrane system for chromium recovery from tanning wastes
    • Saalan H.F., Sorour M.H., and Tewfik S.K. Simulation and optimization of a membrane system for chromium recovery from tanning wastes. Desalination 141 (2001) 315-324
    • (2001) Desalination , vol.141 , pp. 315-324
    • Saalan, H.F.1    Sorour, M.H.2    Tewfik, S.K.3
  • 11
    • 0033226681 scopus 로고    scopus 로고
    • Treatment of an industrial effluent by reverse osmosis
    • Padilla A.P., and Tavani E.L. Treatment of an industrial effluent by reverse osmosis. Desalination 126 (1999) 219-226
    • (1999) Desalination , vol.126 , pp. 219-226
    • Padilla, A.P.1    Tavani, E.L.2
  • 12
    • 0037056932 scopus 로고    scopus 로고
    • Removal of hardness and COD from retanning treated effluent by membrane process
    • Viero A.F., Mazzarollo A.C.R., Wada W., and Tessaro I.C. Removal of hardness and COD from retanning treated effluent by membrane process. Desalination 149 (2002) 145-149
    • (2002) Desalination , vol.149 , pp. 145-149
    • Viero, A.F.1    Mazzarollo, A.C.R.2    Wada, W.3    Tessaro, I.C.4
  • 13
    • 2342644891 scopus 로고    scopus 로고
    • Effect of concentration polarisation and osmotic pressure on flux in organic solvent nanofiltration
    • Peeva L.G., Gibbins E., Luthra S.S., White L.S., Stateva R.P., and Livingston A.G. Effect of concentration polarisation and osmotic pressure on flux in organic solvent nanofiltration. J. Membr. Sci. 236 (2004) 121-136
    • (2004) J. Membr. Sci. , vol.236 , pp. 121-136
    • Peeva, L.G.1    Gibbins, E.2    Luthra, S.S.3    White, L.S.4    Stateva, R.P.5    Livingston, A.G.6
  • 14
    • 0343924417 scopus 로고    scopus 로고
    • Generalized integral and similarity solutions for concentration profiles for ultrafiltration
    • De S., Bhattachajee S., Bhattacharya P.K., and Sharma A. Generalized integral and similarity solutions for concentration profiles for ultrafiltration. J. Membr. Sci. 130 (1997) 99-121
    • (1997) J. Membr. Sci. , vol.130 , pp. 99-121
    • De, S.1    Bhattachajee, S.2    Bhattacharya, P.K.3    Sharma, A.4
  • 15
    • 0035973431 scopus 로고    scopus 로고
    • Unsteady state flux response: a method to determine the nature of the solute and gel layer in membrane filtration
    • Karode S.K. Unsteady state flux response: a method to determine the nature of the solute and gel layer in membrane filtration. J. Membr. Sci. 188 (2001) 9-20
    • (2001) J. Membr. Sci. , vol.188 , pp. 9-20
    • Karode, S.K.1
  • 16
    • 0342601344 scopus 로고    scopus 로고
    • Modeling of ultrafiltration process for a two component aqueous solution of low and high (gel-forming) molecular weight solutes
    • De S., and Bhattacharya P.K. Modeling of ultrafiltration process for a two component aqueous solution of low and high (gel-forming) molecular weight solutes. J. Membr. Sci. 136 (1997) 57-69
    • (1997) J. Membr. Sci. , vol.136 , pp. 57-69
    • De, S.1    Bhattacharya, P.K.2
  • 17
    • 0020127334 scopus 로고
    • Constant pressure blocking filtration laws-application to power law non-Newtonian fluids
    • Hermia J. Constant pressure blocking filtration laws-application to power law non-Newtonian fluids. Trans. Chem. Eng. Res. Des. 60a (1982) 183-187
    • (1982) Trans. Chem. Eng. Res. Des. , vol.60 a , pp. 183-187
    • Hermia, J.1
  • 18
    • 0036809577 scopus 로고    scopus 로고
    • Modeling of dead end microfiltration with pore blocking and cake formation
    • Kosinstev S., Holdich R.G., Cumming I.W., and Starov V.M. Modeling of dead end microfiltration with pore blocking and cake formation. J. Membr. Sci. 208 (2002) 181-192
    • (2002) J. Membr. Sci. , vol.208 , pp. 181-192
    • Kosinstev, S.1    Holdich, R.G.2    Cumming, I.W.3    Starov, V.M.4
  • 19
    • 0034670528 scopus 로고    scopus 로고
    • A combined pore blocking and cake filtration model for protein fouling during microfiltration
    • Ho C., and Zydney A.L. A combined pore blocking and cake filtration model for protein fouling during microfiltration. J. Colloid Interface Sci. 232 (2000) 389-399
    • (2000) J. Colloid Interface Sci. , vol.232 , pp. 389-399
    • Ho, C.1    Zydney, A.L.2
  • 20
    • 0028858511 scopus 로고
    • Mechanism for BSA fouling during microfiltration
    • Kelley S.T., and Zydney A.L. Mechanism for BSA fouling during microfiltration. J. Membr. Sci. 107 (1995) 115-127
    • (1995) J. Membr. Sci. , vol.107 , pp. 115-127
    • Kelley, S.T.1    Zydney, A.L.2
  • 21
    • 0029657143 scopus 로고    scopus 로고
    • Fouling phenomena in microporous membranes. Flux decline kinetics and structural modifications
    • Jonsson G., Pradanos P., and Hernandez A. Fouling phenomena in microporous membranes. Flux decline kinetics and structural modifications. J. Membr. Sci. 112 (1996) 171-183
    • (1996) J. Membr. Sci. , vol.112 , pp. 171-183
    • Jonsson, G.1    Pradanos, P.2    Hernandez, A.3
  • 22
    • 0028990212 scopus 로고
    • Steps of membrane blocking in flux decline during protein microfiltration
    • Bowen W.R., Calvo J.I., and Hernandez A. Steps of membrane blocking in flux decline during protein microfiltration. J. Membr. Sci. 101 (1995) 153-165
    • (1995) J. Membr. Sci. , vol.101 , pp. 153-165
    • Bowen, W.R.1    Calvo, J.I.2    Hernandez, A.3
  • 23
    • 0033924859 scopus 로고    scopus 로고
    • Modeling of flux behavior for membrane filtration of apple juice
    • Mondor M., Girard B., and Moresoli C. Modeling of flux behavior for membrane filtration of apple juice. Food Res. Int. 33 7 (2000) 539-548
    • (2000) Food Res. Int. , vol.33 , Issue.7 , pp. 539-548
    • Mondor, M.1    Girard, B.2    Moresoli, C.3
  • 24
    • 0031412698 scopus 로고    scopus 로고
    • Investigation of fouling mechanisms governing permeate flux in the cross flow microfiltration of beer
    • Blanpain P., and Lalude M. Investigation of fouling mechanisms governing permeate flux in the cross flow microfiltration of beer. Filtration Sep. 34 10 (1997) 1065-1069
    • (1997) Filtration Sep. , vol.34 , Issue.10 , pp. 1065-1069
    • Blanpain, P.1    Lalude, M.2
  • 25
    • 0032503492 scopus 로고    scopus 로고
    • Fouling of membranes during microfiltration of surimi wash water: roles of pore blocking and surface cake formation
    • Huang L., and Morrissey M.T. Fouling of membranes during microfiltration of surimi wash water: roles of pore blocking and surface cake formation. J. Membr. Sci. 144 (1998) 113-123
    • (1998) J. Membr. Sci. , vol.144 , pp. 113-123
    • Huang, L.1    Morrissey, M.T.2
  • 26
    • 0034606679 scopus 로고    scopus 로고
    • Dead end microfiltration as advanced treatment for wastewater
    • Suarez J.A., and Veza J.M. Dead end microfiltration as advanced treatment for wastewater. Desalination 127 (2000) 47-58
    • (2000) Desalination , vol.127 , pp. 47-58
    • Suarez, J.A.1    Veza, J.M.2
  • 27
    • 0037204515 scopus 로고    scopus 로고
    • Analysis of humic acid fouling during microfiltration using a pore blockage-cake filtration model
    • Yuan W., Kocic A., and Zydney A.L. Analysis of humic acid fouling during microfiltration using a pore blockage-cake filtration model. J. Membr. Sci. 198 (2002) 51-62
    • (2002) J. Membr. Sci. , vol.198 , pp. 51-62
    • Yuan, W.1    Kocic, A.2    Zydney, A.L.3
  • 28
    • 0347755021 scopus 로고    scopus 로고
    • Resistance in series model for miceller enhanced ultrafiltration of eosin dye
    • Purkait M.K., DasGupta S., and De S. Resistance in series model for miceller enhanced ultrafiltration of eosin dye. J. Colloid Interface Sci. 270 (2004) 496-506
    • (2004) J. Colloid Interface Sci. , vol.270 , pp. 496-506
    • Purkait, M.K.1    DasGupta, S.2    De, S.3
  • 29
    • 0000856646 scopus 로고    scopus 로고
    • Mass transfer limitations during ultrafiltration of cheese whey with inorganic membranes
    • Aimar P., Taddei C., Lafaille J.P., and Sanchez V. Mass transfer limitations during ultrafiltration of cheese whey with inorganic membranes. J. Membr. Sci. 38 (1998) 203-221
    • (1998) J. Membr. Sci. , vol.38 , pp. 203-221
    • Aimar, P.1    Taddei, C.2    Lafaille, J.P.3    Sanchez, V.4
  • 31
    • 38149144566 scopus 로고
    • Sensory instrumental correlation by combining data analysis and neural network techniques
    • Bardot I., Bouchereau L., Martin N., and Alagos B. Sensory instrumental correlation by combining data analysis and neural network techniques. Food Qual. Pref. 51 2 (1994) 159-166
    • (1994) Food Qual. Pref. , vol.51 , Issue.2 , pp. 159-166
    • Bardot, I.1    Bouchereau, L.2    Martin, N.3    Alagos, B.4
  • 32
    • 0001044176 scopus 로고
    • Neural network and their applications
    • Bishop M.C. Neural network and their applications. Rev. Sci. Instrum. 64 (1994) 1803-1831
    • (1994) Rev. Sci. Instrum. , vol.64 , pp. 1803-1831
    • Bishop, M.C.1
  • 34
    • 0347755021 scopus 로고    scopus 로고
    • Resistance in series model for micellar enhanced ultrafiltration of eosin dye
    • Purkait M.K., DasGupta S., and De S. Resistance in series model for micellar enhanced ultrafiltration of eosin dye. J. Colloid Interface Sci. 270 (2004) 496-506
    • (2004) J. Colloid Interface Sci. , vol.270 , pp. 496-506
    • Purkait, M.K.1    DasGupta, S.2    De, S.3
  • 35
    • 14644413497 scopus 로고    scopus 로고
    • Separation of aromatic alcohols using micellar enhanced ultrafiltration and recovery of surfactant
    • Purkait M.K., DasGupta S., and De S. Separation of aromatic alcohols using micellar enhanced ultrafiltration and recovery of surfactant. J. Membr. Sci. 250 (2005) 47-59
    • (2005) J. Membr. Sci. , vol.250 , pp. 47-59
    • Purkait, M.K.1    DasGupta, S.2    De, S.3
  • 37
    • 20744437063 scopus 로고    scopus 로고
    • Neural networks approach to modeling food processing operations
    • Irudayaraj J. (Ed), Marcel Dekker, Inc., New York
    • Jindal V.K., and Chauhan V. Neural networks approach to modeling food processing operations. In: Irudayaraj J. (Ed). Food Processing Operations Modeling: Design and Analysis (2001), Marcel Dekker, Inc., New York
    • (2001) Food Processing Operations Modeling: Design and Analysis
    • Jindal, V.K.1    Chauhan, V.2


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